Thanks to improved methods for numerical analytic continuation with constraints, spectral functions with sharp features can now be extracted from imaginary-time correlation functions computed by quantum Monte Carlo (QMC) simulations. Here we test these new approaches on various one-dimensional spin systems with a single ejected fermion, i.e., extracting the single-hole spectral function . We compute the Green’s function via a canonical transformation of the fermionic Hamiltonian, implementing it for stochastic series expansion QMC simulations. Our calculations of focus on the different characteristics of systems with spin-charge separation and those in which a spin polaron forms instead due to effectively attractive interactions between the spin and the charge. Spin-charge separation is well established in the conventional - chain, which we confirm here as a demonstration of the method. Turning on a multi-spin interaction that eventually drives the system into a spontaneously dimerized (valence-bond solid, VBS) state, we can observe the features of spin-charge separation until the VBS transition takes place. While generally good agreement is found with the conventional analytical spin-charge separation ansatz, we point out the formation of a gap between two holon bands that in the ansatz are degenerate at and . Inside the VBS phase, effectively attractive interactions may lead to the binding of the spinon and holon, of which we find evidence at large . In the statically dimerized - chain, we find equally spaced spin polaron bands corresponding to increasingly large bound states with two internal spin polaron modes – even and odd with respect to parton permutation. Our results overall demonstrate the power of modern analytic continuation tools in combination with large-scale QMC simulations.

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